EVALUATION OF SUPPORT VECTOR MACHINES IN UPPER LIMB MOTION CLASSIFICATION USING MYOELECTRIC SIGNAL

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

ASGHARI OSKOEI MOHAMMAD REZA; HU HUOSHENG

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Seminar Paper

Paper Information

Seminar: IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING
Year:2008 | Issue:14

Download Full-Text

View:

123

Download:

162

Information Seminar Paper

Title

EVALUATION OF SUPPORT VECTOR MACHINES IN UPPER LIMB MOTION CLASSIFICATION USING MYOELECTRIC SIGNAL

Author(s)

ASGHARI OSKOEI MOHAMMAD REZA | HU HUOSHENG | Issue Writer Certificate

Keywords

MYOELECTRIC CONTROL

SVM

ENTROPY

UPPER LIMB MOTION CLASSIFICATION

Abstract

THIS PAPER EVALUATES THE SUPPORT VECTOR MACHINE (SVM) APPLIED TO UPPER LIMB MOTION CLASSIFICATION USING MYOELECTRIC SIGNALS. THE MAIN PURPOSE OF THIS PAPER IS TO COMPARE SVM-BASED CLASSIFIERS WITH LDA AND MLP. SVM DEMONSTRATES EXCEPTIONAL CLASSIFICATION ACCURACY AND RESULTS IN A ROBUST WAY OF LIMB MOTION CLASSIFICATION WITH LOW COMPUTATIONAL COST. THE VALIDITY OF ENTROPY, AS AN INDEX TO MEASURE CORRECTNESS OF CLASSIFICATION, IS ALSO EXAMINED. EXPERIMENTAL RESULTS SHOW THAT ENTROPY IS A RELIABLE MEASURE FOR ONLINE TRAINING IN MYOELECTRIC CONTROL SYSTEMS.

Multimedia

No record.

Cites

No record.

References

No record.

Cite

APA: Copy

ASGHARI OSKOEI, MOHAMMAD REZA, & HU, HUOSHENG. (2008). EVALUATION OF SUPPORT VECTOR MACHINES IN UPPER LIMB MOTION CLASSIFICATION USING MYOELECTRIC SIGNAL. IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. SID. https://sid.ir/paper/906438/en

Vancouver: Copy

ASGHARI OSKOEI MOHAMMAD REZA, HU HUOSHENG. EVALUATION OF SUPPORT VECTOR MACHINES IN UPPER LIMB MOTION CLASSIFICATION USING MYOELECTRIC SIGNAL. 2008. Available from: https://sid.ir/paper/906438/en

IEEE: Copy

MOHAMMAD REZA ASGHARI OSKOEI, and HUOSHENG HU, “EVALUATION OF SUPPORT VECTOR MACHINES IN UPPER LIMB MOTION CLASSIFICATION USING MYOELECTRIC SIGNAL,” presented at the IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. 2008, [Online]. Available: https://sid.ir/paper/906438/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops